Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 30172 |
| Missing cells | 55821 |
| Missing cells (%) | 7.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.0 MiB |
| Average record size in memory | 208.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 7 |
time has a high cardinality: 4931 distinct values | High cardinality |
rally is highly overall correlated with roundscore_A and 1 other fields | High correlation |
ball_round is highly overall correlated with rally_length | High correlation |
frame_num is highly overall correlated with set | High correlation |
roundscore_A is highly overall correlated with rally and 1 other fields | High correlation |
roundscore_B is highly overall correlated with rally and 1 other fields | High correlation |
player is highly overall correlated with getpoint_player | High correlation |
landing_area is highly overall correlated with landing_height and 1 other fields | High correlation |
landing_y is highly overall correlated with player_location_y and 2 other fields | High correlation |
getpoint_player is highly overall correlated with player and 1 other fields | High correlation |
player_location_x is highly overall correlated with opponent_location_x | High correlation |
player_location_y is highly overall correlated with landing_y and 1 other fields | High correlation |
opponent_location_x is highly overall correlated with player_location_x | High correlation |
opponent_location_y is highly overall correlated with landing_y and 1 other fields | High correlation |
match_id is highly overall correlated with rally_id | High correlation |
rally_id is highly overall correlated with match_id | High correlation |
rally_length is highly overall correlated with ball_round | High correlation |
type is highly overall correlated with backhand and 1 other fields | High correlation |
backhand is highly overall correlated with type | High correlation |
landing_height is highly overall correlated with landing_area and 4 other fields | High correlation |
lose_reason is highly overall correlated with landing_area and 1 other fields | High correlation |
set is highly overall correlated with frame_num | High correlation |
aroundhead is highly imbalanced (53.2%) | Imbalance |
lose_reason has 27908 (92.5%) missing values | Missing |
getpoint_player has 27908 (92.5%) missing values | Missing |
roundscore_A has 647 (2.1%) zeros | Zeros |
roundscore_B has 1784 (5.9%) zeros | Zeros |
player has 875 (2.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-20 07:36:51.295194 |
|---|---|
| Analysis finished | 2023-04-20 07:38:45.598175 |
| Duration | 1 minute and 54.3 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
rally
Real number (ℝ)
| Distinct | 48 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.699755 |
| Minimum | 1 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 19 |
| Q3 | 28 |
| 95-th percentile | 37 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 11.178057 |
|---|---|
| Coefficient of variation (CV) | 0.5977649 |
| Kurtosis | -0.98126993 |
| Mean | 18.699755 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.15282622 |
| Sum | 564209 |
| Variance | 124.94896 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1159 | 3.8% |
| 2 | 1034 | 3.4% |
| 21 | 955 | 3.2% |
| 14 | 945 | 3.1% |
| 28 | 927 | 3.1% |
| 19 | 921 | 3.1% |
| 23 | 910 | 3.0% |
| 8 | 904 | 3.0% |
| 4 | 898 | 3.0% |
| 3 | 896 | 3.0% |
| Other values (38) | 20623 |
| Value | Count | Frequency (%) |
| 1 | 1159 | |
| 2 | 1034 | |
| 3 | 896 | |
| 4 | 898 | |
| 5 | 734 | |
| 6 | 787 | |
| 7 | 691 | |
| 8 | 904 | |
| 9 | 774 | |
| 10 | 781 |
| Value | Count | Frequency (%) |
| 50 | 22 | 0.1% |
| 48 | 16 | 0.1% |
| 47 | 8 | < 0.1% |
| 45 | 46 | 0.2% |
| 44 | 39 | 0.1% |
| 43 | 57 | 0.2% |
| 42 | 128 | |
| 41 | 164 | |
| 40 | 204 | |
| 39 | 257 |
ball_round
Real number (ℝ)
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.8242742 |
| Minimum | 1 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 13 |
| 95-th percentile | 27 |
| Maximum | 70 |
| Range | 69 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 8.4465505 |
|---|---|
| Coefficient of variation (CV) | 0.85976331 |
| Kurtosis | 4.5515956 |
| Mean | 9.8242742 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.8049896 |
| Sum | 296418 |
| Variance | 71.344215 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2268 | 7.5% |
| 2 | 2268 | 7.5% |
| 3 | 2268 | 7.5% |
| 4 | 2268 | 7.5% |
| 5 | 2268 | 7.5% |
| 6 | 2037 | 6.8% |
| 7 | 1844 | 6.1% |
| 8 | 1658 | 5.5% |
| 9 | 1492 | 4.9% |
| 10 | 1309 | 4.3% |
| Other values (60) | 10492 |
| Value | Count | Frequency (%) |
| 1 | 2268 | |
| 2 | 2268 | |
| 3 | 2268 | |
| 4 | 2268 | |
| 5 | 2268 | |
| 6 | 2037 | |
| 7 | 1844 | |
| 8 | 1658 | |
| 9 | 1492 | |
| 10 | 1309 |
| Value | Count | Frequency (%) |
| 70 | 1 | < 0.1% |
| 69 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 65 | 2 | |
| 64 | 2 | |
| 63 | 2 | |
| 62 | 2 | |
| 61 | 3 |
time
Categorical
| Distinct | 4931 |
|---|---|
| Distinct (%) | 16.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 235.8 KiB |
| 00:20:12 | 21 |
|---|---|
| 00:41:29 | 19 |
| 00:20:09 | 19 |
| 00:30:43 | 19 |
| 00:23:53 | 18 |
| Other values (4926) |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 7.9849861 |
| Min length | 7 |
Characters and Unicode
| Total characters | 240923 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 878 ? |
|---|---|
| Unique (%) | 2.9% |
Sample
| 1st row | 00:06:00 |
|---|---|
| 2nd row | 00:06:01 |
| 3rd row | 00:06:02 |
| 4th row | 00:06:03 |
| 5th row | 00:06:04 |
Common Values
| Value | Count | Frequency (%) |
| 00:20:12 | 21 | 0.1% |
| 00:41:29 | 19 | 0.1% |
| 00:20:09 | 19 | 0.1% |
| 00:30:43 | 19 | 0.1% |
| 00:23:53 | 18 | 0.1% |
| 00:34:22 | 18 | 0.1% |
| 00:41:31 | 18 | 0.1% |
| 00:20:13 | 18 | 0.1% |
| 00:20:10 | 18 | 0.1% |
| 00:11:13 | 18 | 0.1% |
| Other values (4921) | 29986 |
Length
| Value | Count | Frequency (%) |
| 00:20:12 | 21 | 0.1% |
| 00:30:43 | 19 | 0.1% |
| 00:41:29 | 19 | 0.1% |
| 00:20:09 | 19 | 0.1% |
| 00:34:22 | 18 | 0.1% |
| 00:41:31 | 18 | 0.1% |
| 00:20:13 | 18 | 0.1% |
| 00:20:10 | 18 | 0.1% |
| 00:11:13 | 18 | 0.1% |
| 00:11:12 | 18 | 0.1% |
| Other values (4921) | 29986 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 71849 | |
| : | 60344 | |
| 1 | 20503 | 8.5% |
| 2 | 17036 | 7.1% |
| 3 | 16610 | 6.9% |
| 4 | 16413 | 6.8% |
| 5 | 14266 | 5.9% |
| 9 | 6190 | 2.6% |
| 8 | 6051 | 2.5% |
| 7 | 5971 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 180579 | |
| Other Punctuation | 60344 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 71849 | |
| 1 | 20503 | 11.4% |
| 2 | 17036 | 9.4% |
| 3 | 16610 | 9.2% |
| 4 | 16413 | 9.1% |
| 5 | 14266 | 7.9% |
| 9 | 6190 | 3.4% |
| 8 | 6051 | 3.4% |
| 7 | 5971 | 3.3% |
| 6 | 5690 | 3.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 60344 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 240923 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 71849 | |
| : | 60344 | |
| 1 | 20503 | 8.5% |
| 2 | 17036 | 7.1% |
| 3 | 16610 | 6.9% |
| 4 | 16413 | 6.8% |
| 5 | 14266 | 5.9% |
| 9 | 6190 | 2.6% |
| 8 | 6051 | 2.5% |
| 7 | 5971 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 240923 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 71849 | |
| : | 60344 | |
| 1 | 20503 | 8.5% |
| 2 | 17036 | 7.1% |
| 3 | 16610 | 6.9% |
| 4 | 16413 | 6.8% |
| 5 | 14266 | 5.9% |
| 9 | 6190 | 2.6% |
| 8 | 6051 | 2.5% |
| 7 | 5971 | 2.5% |
frame_num
Real number (ℝ)
| Distinct | 26536 |
|---|---|
| Distinct (%) | 87.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63014.843 |
| Minimum | 186 |
|---|---|
| Maximum | 179169 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 186 |
|---|---|
| 5-th percentile | 16727.55 |
| Q1 | 35976 |
| median | 60708 |
| Q3 | 85646.5 |
| 95-th percentile | 121138.9 |
| Maximum | 179169 |
| Range | 178983 |
| Interquartile range (IQR) | 49670.5 |
Descriptive statistics
| Standard deviation | 32797.553 |
|---|---|
| Coefficient of variation (CV) | 0.52047345 |
| Kurtosis | -0.35310723 |
| Mean | 63014.843 |
| Median Absolute Deviation (MAD) | 24834.5 |
| Skewness | 0.449498 |
| Sum | 1.9012838 × 109 |
| Variance | 1.0756795 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37603 | 5 | < 0.1% |
| 76043 | 4 | < 0.1% |
| 36598 | 4 | < 0.1% |
| 54986 | 4 | < 0.1% |
| 55160 | 4 | < 0.1% |
| 38087 | 4 | < 0.1% |
| 80904 | 4 | < 0.1% |
| 58089 | 4 | < 0.1% |
| 43099 | 4 | < 0.1% |
| 12802 | 4 | < 0.1% |
| Other values (26526) | 30131 |
| Value | Count | Frequency (%) |
| 186 | 1 | |
| 244 | 1 | |
| 264 | 1 | |
| 299 | 1 | |
| 331 | 1 | |
| 366 | 1 | |
| 394 | 1 | |
| 424 | 1 | |
| 480 | 1 | |
| 493 | 1 |
| Value | Count | Frequency (%) |
| 179169 | 1 | |
| 179132 | 1 | |
| 179104 | 1 | |
| 179091 | 1 | |
| 179055 | 1 | |
| 179028 | 1 | |
| 179014 | 1 | |
| 178973 | 1 | |
| 178951 | 1 | |
| 177617 | 1 |
roundscore_A
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 26 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.539374 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 647 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.2031452 |
|---|---|
| Coefficient of variation (CV) | 0.58856864 |
| Kurtosis | -1.140455 |
| Mean | 10.539374 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.0019963032 |
| Sum | 317994 |
| Variance | 38.47901 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1936 | 6.4% |
| 9 | 1708 | 5.7% |
| 12 | 1638 | 5.4% |
| 14 | 1566 | 5.2% |
| 2 | 1526 | 5.1% |
| 10 | 1502 | 5.0% |
| 16 | 1497 | 5.0% |
| 13 | 1483 | 4.9% |
| 15 | 1386 | 4.6% |
| 20 | 1384 | 4.6% |
| Other values (16) | 14546 |
| Value | Count | Frequency (%) |
| 0 | 647 | 2.1% |
| 1 | 1936 | |
| 2 | 1526 | |
| 3 | 1363 | |
| 4 | 1228 | |
| 5 | 1334 | |
| 6 | 1166 | |
| 7 | 1272 | |
| 8 | 1292 | |
| 9 | 1708 |
| Value | Count | Frequency (%) |
| 26 | 22 | 0.1% |
| 24 | 16 | 0.1% |
| 23 | 67 | 0.2% |
| 22 | 114 | 0.4% |
| 21 | 905 | |
| 20 | 1384 | |
| 19 | 1294 | |
| 18 | 1246 | |
| 17 | 1337 | |
| 16 | 1497 |
roundscore_B
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1603805 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 1784 |
| Zeros (%) | 5.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 7 |
| Q3 | 12 |
| 95-th percentile | 18 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.65198 |
|---|---|
| Coefficient of variation (CV) | 0.69261232 |
| Kurtosis | -0.76136639 |
| Mean | 8.1603805 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.42532685 |
| Sum | 246215 |
| Variance | 31.944878 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2117 | 7.0% |
| 4 | 1964 | 6.5% |
| 2 | 1949 | 6.5% |
| 6 | 1919 | 6.4% |
| 7 | 1906 | 6.3% |
| 3 | 1895 | 6.3% |
| 0 | 1784 | 5.9% |
| 5 | 1738 | 5.8% |
| 8 | 1726 | 5.7% |
| 9 | 1504 | 5.0% |
| Other values (15) | 11670 |
| Value | Count | Frequency (%) |
| 0 | 1784 | |
| 1 | 2117 | |
| 2 | 1949 | |
| 3 | 1895 | |
| 4 | 1964 | |
| 5 | 1738 | |
| 6 | 1919 | |
| 7 | 1906 | |
| 8 | 1726 | |
| 9 | 1504 |
| Value | Count | Frequency (%) |
| 24 | 46 | 0.2% |
| 23 | 10 | < 0.1% |
| 22 | 85 | 0.3% |
| 21 | 311 | 1.0% |
| 20 | 401 | |
| 19 | 544 | |
| 18 | 715 | |
| 17 | 942 | |
| 16 | 762 | |
| 15 | 999 |
player
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.058796 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 875 |
| Zeros (%) | 2.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 14 |
| Q3 | 20 |
| 95-th percentile | 31 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.9293844 |
|---|---|
| Coefficient of variation (CV) | 0.63514573 |
| Kurtosis | -0.70634605 |
| Mean | 14.058796 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.41587156 |
| Sum | 424182 |
| Variance | 79.733907 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 2957 | 9.8% |
| 2 | 2609 | 8.6% |
| 16 | 2416 | 8.0% |
| 5 | 2383 | 7.9% |
| 14 | 2300 | 7.6% |
| 13 | 1428 | 4.7% |
| 15 | 1290 | 4.3% |
| 11 | 879 | 2.9% |
| 0 | 875 | 2.9% |
| 9 | 859 | 2.8% |
| Other values (25) | 12176 |
| Value | Count | Frequency (%) |
| 0 | 875 | 2.9% |
| 1 | 168 | 0.6% |
| 2 | 2609 | |
| 3 | 301 | 1.0% |
| 4 | 771 | 2.6% |
| 5 | 2383 | |
| 6 | 353 | 1.2% |
| 7 | 518 | 1.7% |
| 8 | 288 | 1.0% |
| 9 | 859 | 2.8% |
| Value | Count | Frequency (%) |
| 34 | 128 | 0.4% |
| 33 | 331 | 1.1% |
| 32 | 426 | |
| 31 | 838 | |
| 30 | 787 | |
| 29 | 367 | |
| 28 | 438 | |
| 27 | 795 | |
| 26 | 512 | |
| 25 | 326 | 1.1% |
type
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 235.8 KiB |
| net shot | |
|---|---|
| lob | |
| defensive shot | |
| smash | |
| drop | |
| Other values (5) |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 7.1842105 |
| Min length | 3 |
Characters and Unicode
| Total characters | 216762 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | short service |
|---|---|
| 2nd row | net shot |
| 3rd row | lob |
| 4th row | clear |
| 5th row | drop |
Common Values
| Value | Count | Frequency (%) |
| net shot | 5725 | |
| lob | 5207 | |
| defensive shot | 4087 | |
| smash | 3682 | |
| drop | 3182 | |
| clear | 3078 | |
| push/rush | 2011 | 6.7% |
| short service | 1620 | 5.4% |
| drive | 932 | 3.1% |
| long service | 648 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| shot | 9812 | |
| net | 5725 | |
| lob | 5207 | |
| defensive | 4087 | |
| smash | 3682 | 8.7% |
| drop | 3182 | 7.5% |
| clear | 3078 | 7.3% |
| service | 2268 | 5.4% |
| push/rush | 2011 | 4.8% |
| short | 1620 | 3.8% |
| Other values (2) | 1580 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 29173 | |
| e | 26532 | |
| o | 20469 | 9.4% |
| h | 19136 | 8.8% |
| t | 17157 | 7.9% |
| r | 13091 | 6.0% |
| 12080 | 5.6% | |
| n | 10460 | 4.8% |
| l | 8933 | 4.1% |
| d | 8201 | 3.8% |
| Other values (11) | 51530 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 202671 | |
| Space Separator | 12080 | 5.6% |
| Other Punctuation | 2011 | 0.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 29173 | |
| e | 26532 | |
| o | 20469 | |
| h | 19136 | |
| t | 17157 | |
| r | 13091 | 6.5% |
| n | 10460 | 5.2% |
| l | 8933 | 4.4% |
| d | 8201 | 4.0% |
| i | 7287 | 3.6% |
| Other values (9) | 42232 |
Space Separator
| Value | Count | Frequency (%) |
| 12080 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2011 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 202671 | |
| Common | 14091 | 6.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 29173 | |
| e | 26532 | |
| o | 20469 | |
| h | 19136 | |
| t | 17157 | |
| r | 13091 | 6.5% |
| n | 10460 | 5.2% |
| l | 8933 | 4.4% |
| d | 8201 | 4.0% |
| i | 7287 | 3.6% |
| Other values (9) | 42232 |
Common
| Value | Count | Frequency (%) |
| 12080 | ||
| / | 2011 | 14.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 216762 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 29173 | |
| e | 26532 | |
| o | 20469 | 9.4% |
| h | 19136 | 8.8% |
| t | 17157 | 7.9% |
| r | 13091 | 6.0% |
| 12080 | 5.6% | |
| n | 10460 | 4.8% |
| l | 8933 | 4.1% |
| d | 8201 | 3.8% |
| Other values (11) | 51530 |
aroundhead
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 235.8 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 90516 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 27161 | |
| 1.0 | 3011 | 10.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 27161 | |
| 1.0 | 3011 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 57333 | |
| . | 30172 | |
| 1 | 3011 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 60344 | |
| Other Punctuation | 30172 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 57333 | |
| 1 | 3011 | 5.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 30172 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 90516 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 57333 | |
| . | 30172 | |
| 1 | 3011 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 90516 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 57333 | |
| . | 30172 | |
| 1 | 3011 | 3.3% |
backhand
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 235.8 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 30172 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 19237 | |
| 1 | 10935 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 19237 | |
| 1 | 10935 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 19237 | |
| 1 | 10935 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 30172 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 19237 | |
| 1 | 10935 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 30172 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 19237 | |
| 1 | 10935 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30172 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 19237 | |
| 1 | 10935 |
landing_height
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 5 |
| Missing (%) | < 0.1% |
| Memory size | 235.8 KiB |
| 2.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 90501 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 18683 | |
| 1.0 | 11484 | |
| (Missing) | 5 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 18683 | |
| 1.0 | 11484 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 30167 | |
| 0 | 30167 | |
| 2 | 18683 | |
| 1 | 11484 | 12.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 60334 | |
| Other Punctuation | 30167 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 30167 | |
| 2 | 18683 | |
| 1 | 11484 | 19.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 30167 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 90501 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 30167 | |
| 0 | 30167 | |
| 2 | 18683 | |
| 1 | 11484 | 12.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 90501 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 30167 | |
| 0 | 30167 | |
| 2 | 18683 | |
| 1 | 11484 | 12.7% |
landing_area
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2927217 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.6208277 |
|---|---|
| Coefficient of variation (CV) | 0.49517579 |
| Kurtosis | -1.1330905 |
| Mean | 5.2927217 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.21232139 |
| Sum | 159692 |
| Variance | 6.8687376 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 4899 | |
| 8 | 4140 | |
| 6 | 3724 | |
| 5 | 3537 | |
| 2 | 3503 | |
| 1 | 3317 | |
| 9 | 2229 | |
| 4 | 2084 | |
| 3 | 1980 | |
| 10 | 759 | 2.5% |
| Value | Count | Frequency (%) |
| 1 | 3317 | |
| 2 | 3503 | |
| 3 | 1980 | |
| 4 | 2084 | |
| 5 | 3537 | |
| 6 | 3724 | |
| 7 | 4899 | |
| 8 | 4140 | |
| 9 | 2229 | |
| 10 | 759 | 2.5% |
| Value | Count | Frequency (%) |
| 10 | 759 | 2.5% |
| 9 | 2229 | |
| 8 | 4140 | |
| 7 | 4899 | |
| 6 | 3724 | |
| 5 | 3537 | |
| 4 | 2084 | |
| 3 | 1980 | |
| 2 | 3503 | |
| 1 | 3317 |
landing_x
Real number (ℝ)
| Distinct | 2885 |
|---|---|
| Distinct (%) | 9.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.021232373 |
| Minimum | -3.4804878 |
|---|---|
| Maximum | 3.5231707 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 15254 |
| Negative (%) | 50.6% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | -3.4804878 |
|---|---|
| 5-th percentile | -1.2914634 |
| Q1 | -0.97317073 |
| median | -0.039634146 |
| Q3 | 1.047561 |
| 95-th percentile | 1.3804878 |
| Maximum | 3.5231707 |
| Range | 7.0036585 |
| Interquartile range (IQR) | 2.0207317 |
Descriptive statistics
| Standard deviation | 1.0040084 |
|---|---|
| Coefficient of variation (CV) | 47.286679 |
| Kurtosis | -1.5584608 |
| Mean | 0.021232373 |
| Median Absolute Deviation (MAD) | 0.99939024 |
| Skewness | 0.047850452 |
| Sum | 640.62317 |
| Variance | 1.0080329 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.079268293 | 45 | 0.1% |
| 1.170731707 | 39 | 0.1% |
| -1.106097561 | 38 | 0.1% |
| -1.117073171 | 38 | 0.1% |
| -1.062195122 | 38 | 0.1% |
| -1.101219512 | 36 | 0.1% |
| -1.12804878 | 36 | 0.1% |
| -1.201219512 | 34 | 0.1% |
| 1.17804878 | 34 | 0.1% |
| 1.157317073 | 34 | 0.1% |
| Other values (2875) | 29800 |
| Value | Count | Frequency (%) |
| -3.480487805 | 1 | |
| -3.331707317 | 1 | |
| -3.086585366 | 1 | |
| -2.91097561 | 1 | |
| -2.643902439 | 1 | |
| -2.579268293 | 1 | |
| -2.446341463 | 1 | |
| -2.42804878 | 1 | |
| -2.420731707 | 1 | |
| -2.342682927 | 1 |
| Value | Count | Frequency (%) |
| 3.523170732 | 1 | |
| 3.508536585 | 1 | |
| 3.263414634 | 1 | |
| 3.151219512 | 1 | |
| 3.020731707 | 1 | |
| 2.668292683 | 1 | |
| 2.647560976 | 1 | |
| 2.636585366 | 1 | |
| 2.434146341 | 1 | |
| 2.320731707 | 1 |
landing_y
Real number (ℝ)
| Distinct | 23074 |
|---|---|
| Distinct (%) | 76.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.045165777 |
| Minimum | -1.9617708 |
|---|---|
| Maximum | 1.953125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 14676 |
| Negative (%) | 48.6% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | -1.9617708 |
|---|---|
| 5-th percentile | -1.4856771 |
| Q1 | -0.84451823 |
| median | 0.12229167 |
| Q3 | 0.91919271 |
| 95-th percentile | 1.5918984 |
| Maximum | 1.953125 |
| Range | 3.9148958 |
| Interquartile range (IQR) | 1.7637109 |
Descriptive statistics
| Standard deviation | 1.0141633 |
|---|---|
| Coefficient of variation (CV) | 22.454243 |
| Kurtosis | -1.1901781 |
| Mean | 0.045165777 |
| Median Absolute Deviation (MAD) | 0.86333333 |
| Skewness | -0.0071113345 |
| Sum | 1362.7418 |
| Variance | 1.0285273 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.40828125 | 7 | < 0.1% |
| 0.4936458333 | 7 | < 0.1% |
| 1.418020833 | 6 | < 0.1% |
| -1.39390625 | 6 | < 0.1% |
| -0.9505208333 | 6 | < 0.1% |
| -1.452552083 | 6 | < 0.1% |
| -1.408333333 | 6 | < 0.1% |
| 1.495416667 | 6 | < 0.1% |
| -1.021354167 | 6 | < 0.1% |
| -1.525989583 | 5 | < 0.1% |
| Other values (23064) | 30111 |
| Value | Count | Frequency (%) |
| -1.961770833 | 1 | |
| -1.911927083 | 1 | |
| -1.8996875 | 1 | |
| -1.8890625 | 1 | |
| -1.88546875 | 1 | |
| -1.8625 | 1 | |
| -1.86 | 1 | |
| -1.857604167 | 1 | |
| -1.853697917 | 1 | |
| -1.851979167 | 1 |
| Value | Count | Frequency (%) |
| 1.953125 | 1 | |
| 1.93890625 | 1 | |
| 1.927760417 | 1 | |
| 1.89578125 | 1 | |
| 1.893333333 | 1 | |
| 1.88703125 | 1 | |
| 1.883489583 | 1 | |
| 1.879791667 | 1 | |
| 1.873177083 | 1 | |
| 1.871197917 | 1 |
lose_reason
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 27908 |
| Missing (%) | 92.5% |
| Memory size | 235.8 KiB |
| opponent's ball landed | |
|---|---|
| out | |
| touched the net | |
| not pass over the net | |
| misjudged |
Length
| Max length | 22 |
|---|---|
| Median length | 21 |
| Mean length | 14.005742 |
| Min length | 3 |
Characters and Unicode
| Total characters | 31709 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | out |
|---|---|
| 2nd row | touched the net |
| 3rd row | out |
| 4th row | touched the net |
| 5th row | not pass over the net |
Common Values
| Value | Count | Frequency (%) |
| opponent's ball landed | 701 | 2.3% |
| out | 687 | 2.3% |
| touched the net | 533 | 1.8% |
| not pass over the net | 262 | 0.9% |
| misjudged | 81 | 0.3% |
| (Missing) | 27908 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| the | 795 | |
| net | 795 | |
| opponent's | 701 | |
| ball | 701 | |
| landed | 701 | |
| out | 687 | |
| touched | 533 | |
| not | 262 | 4.5% |
| pass | 262 | 4.5% |
| over | 262 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3868 | |
| t | 3773 | |
| 3516 | ||
| n | 3160 | |
| o | 3146 | |
| l | 2103 | 6.6% |
| d | 2097 | 6.6% |
| a | 1664 | 5.2% |
| p | 1664 | 5.2% |
| h | 1328 | 4.2% |
| Other values (11) | 5390 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 27492 | |
| Space Separator | 3516 | 11.1% |
| Other Punctuation | 701 | 2.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3868 | |
| t | 3773 | |
| n | 3160 | |
| o | 3146 | |
| l | 2103 | |
| d | 2097 | |
| a | 1664 | |
| p | 1664 | |
| h | 1328 | 4.8% |
| s | 1306 | 4.8% |
| Other values (9) | 3383 |
Space Separator
| Value | Count | Frequency (%) |
| 3516 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 701 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 27492 | |
| Common | 4217 | 13.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3868 | |
| t | 3773 | |
| n | 3160 | |
| o | 3146 | |
| l | 2103 | |
| d | 2097 | |
| a | 1664 | |
| p | 1664 | |
| h | 1328 | 4.8% |
| s | 1306 | 4.8% |
| Other values (9) | 3383 |
Common
| Value | Count | Frequency (%) |
| 3516 | ||
| ' | 701 | 16.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31709 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3868 | |
| t | 3773 | |
| 3516 | ||
| n | 3160 | |
| o | 3146 | |
| l | 2103 | 6.6% |
| d | 2097 | 6.6% |
| a | 1664 | 5.2% |
| p | 1664 | 5.2% |
| h | 1328 | 4.2% |
| Other values (11) | 5390 |
getpoint_player
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 22 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 27908 |
| Missing (%) | 92.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.430212 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 83 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 13 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.8101941 |
|---|---|
| Coefficient of variation (CV) | 0.65599814 |
| Kurtosis | -0.73650476 |
| Mean | 13.430212 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0.40501484 |
| Sum | 30406 |
| Variance | 77.61952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 323 | 1.1% |
| 14 | 273 | 0.9% |
| 2 | 260 | 0.9% |
| 5 | 156 | 0.5% |
| 27 | 134 | 0.4% |
| 21 | 120 | 0.4% |
| 13 | 100 | 0.3% |
| 20 | 90 | 0.3% |
| 0 | 83 | 0.3% |
| 32 | 78 | 0.3% |
| Other values (12) | 647 | 2.1% |
| (Missing) | 27908 |
| Value | Count | Frequency (%) |
| 0 | 83 | 0.3% |
| 2 | 260 | |
| 3 | 29 | 0.1% |
| 4 | 70 | 0.2% |
| 5 | 156 | |
| 7 | 27 | 0.1% |
| 9 | 58 | 0.2% |
| 10 | 323 | |
| 11 | 57 | 0.2% |
| 13 | 100 | 0.3% |
| Value | Count | Frequency (%) |
| 32 | 78 | |
| 30 | 68 | |
| 27 | 134 | |
| 26 | 67 | |
| 24 | 55 | |
| 21 | 120 | |
| 20 | 90 | |
| 18 | 48 | 0.2% |
| 17 | 32 | 0.1% |
| 16 | 65 |
player_location_area
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1395665 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.9320025 |
|---|---|
| Coefficient of variation (CV) | 0.27060501 |
| Kurtosis | 2.8267331 |
| Mean | 7.1395665 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.9048499 |
| Sum | 215415 |
| Variance | 3.7326335 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 16102 | |
| 7 | 5280 | 17.5% |
| 9 | 3416 | 11.3% |
| 5 | 1151 | 3.8% |
| 2 | 1009 | 3.3% |
| 1 | 973 | 3.2% |
| 6 | 901 | 3.0% |
| 3 | 803 | 2.7% |
| 4 | 506 | 1.7% |
| 10 | 31 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 973 | 3.2% |
| 2 | 1009 | 3.3% |
| 3 | 803 | 2.7% |
| 4 | 506 | 1.7% |
| 5 | 1151 | 3.8% |
| 6 | 901 | 3.0% |
| 7 | 5280 | 17.5% |
| 8 | 16102 | |
| 9 | 3416 | 11.3% |
| 10 | 31 | 0.1% |
| Value | Count | Frequency (%) |
| 10 | 31 | 0.1% |
| 9 | 3416 | 11.3% |
| 8 | 16102 | |
| 7 | 5280 | 17.5% |
| 6 | 901 | 3.0% |
| 5 | 1151 | 3.8% |
| 4 | 506 | 1.7% |
| 3 | 803 | 2.7% |
| 2 | 1009 | 3.3% |
| 1 | 973 | 3.2% |
player_location_x
Real number (ℝ)
| Distinct | 2143 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 173.68485 |
| Minimum | 50.1 |
|---|---|
| Maximum | 307.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 50.1 |
|---|---|
| 5-th percentile | 94.6 |
| Q1 | 125.4 |
| median | 172 |
| Q3 | 222.1 |
| 95-th percentile | 255.7 |
| Maximum | 307.3 |
| Range | 257.2 |
| Interquartile range (IQR) | 96.7 |
Descriptive statistics
| Standard deviation | 53.403705 |
|---|---|
| Coefficient of variation (CV) | 0.30747474 |
| Kurtosis | -1.2154154 |
| Mean | 173.68485 |
| Median Absolute Deviation (MAD) | 48.2 |
| Skewness | 0.055065314 |
| Sum | 5240419.3 |
| Variance | 2851.9557 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120.2 | 37 | 0.1% |
| 182.2 | 36 | 0.1% |
| 123 | 36 | 0.1% |
| 167.1 | 35 | 0.1% |
| 104.9 | 34 | 0.1% |
| 169.4 | 34 | 0.1% |
| 219.4 | 33 | 0.1% |
| 182.9 | 33 | 0.1% |
| 110.1 | 33 | 0.1% |
| 183.3 | 33 | 0.1% |
| Other values (2133) | 29828 |
| Value | Count | Frequency (%) |
| 50.1 | 1 | |
| 52.3 | 1 | |
| 54.4 | 1 | |
| 57 | 1 | |
| 60 | 1 | |
| 62.1 | 1 | |
| 62.4 | 1 | |
| 64.9 | 1 | |
| 65.3 | 1 | |
| 65.4 | 1 |
| Value | Count | Frequency (%) |
| 307.3 | 1 | |
| 297.8 | 1 | |
| 296.9 | 1 | |
| 296.7 | 1 | |
| 293.6 | 1 | |
| 292.9 | 1 | |
| 290.9 | 1 | |
| 290.1 | 1 | |
| 289.3 | 1 | |
| 289.1 | 1 |
player_location_y
Real number (ℝ)
| Distinct | 22471 |
|---|---|
| Distinct (%) | 74.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 484.51213 |
| Minimum | 127.55 |
|---|---|
| Maximum | 820.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 127.55 |
|---|---|
| 5-th percentile | 192.631 |
| Q1 | 312.34 |
| median | 530.57 |
| Q3 | 657.0225 |
| 95-th percentile | 768.929 |
| Maximum | 820.76 |
| Range | 693.21 |
| Interquartile range (IQR) | 344.6825 |
Descriptive statistics
| Standard deviation | 196.12437 |
|---|---|
| Coefficient of variation (CV) | 0.40478731 |
| Kurtosis | -1.4349103 |
| Mean | 484.51213 |
| Median Absolute Deviation (MAD) | 177.425 |
| Skewness | -0.024857735 |
| Sum | 14618700 |
| Variance | 38464.767 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 613.25 | 8 | < 0.1% |
| 632.63 | 7 | < 0.1% |
| 639.38 | 7 | < 0.1% |
| 626.57 | 7 | < 0.1% |
| 287.19 | 7 | < 0.1% |
| 638.03 | 6 | < 0.1% |
| 774.97 | 6 | < 0.1% |
| 360.73 | 6 | < 0.1% |
| 758.59 | 6 | < 0.1% |
| 348.16 | 6 | < 0.1% |
| Other values (22461) | 30106 |
| Value | Count | Frequency (%) |
| 127.55 | 1 | |
| 135.18 | 1 | |
| 142.2 | 1 | |
| 143.04 | 1 | |
| 143.85 | 1 | |
| 145.33 | 1 | |
| 145.46 | 2 | |
| 147.47 | 1 | |
| 148.22 | 1 | |
| 148.32 | 1 |
| Value | Count | Frequency (%) |
| 820.76 | 1 | |
| 820.42 | 1 | |
| 818.83 | 1 | |
| 817.93 | 1 | |
| 817.55 | 2 | |
| 817.43 | 1 | |
| 816.89 | 1 | |
| 816.81 | 1 | |
| 814.27 | 1 | |
| 813.39 | 1 |
opponent_location_area
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.865637 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8 |
| median | 8 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.75432074 |
|---|---|
| Coefficient of variation (CV) | 0.095900782 |
| Kurtosis | 29.605323 |
| Mean | 7.865637 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -4.8246116 |
| Sum | 237322 |
| Variance | 0.56899978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 26698 | |
| 7 | 1409 | 4.7% |
| 9 | 986 | 3.3% |
| 5 | 443 | 1.5% |
| 6 | 195 | 0.6% |
| 3 | 194 | 0.6% |
| 4 | 122 | 0.4% |
| 1 | 48 | 0.2% |
| 10 | 43 | 0.1% |
| 2 | 34 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 48 | 0.2% |
| 2 | 34 | 0.1% |
| 3 | 194 | 0.6% |
| 4 | 122 | 0.4% |
| 5 | 443 | 1.5% |
| 6 | 195 | 0.6% |
| 7 | 1409 | 4.7% |
| 8 | 26698 | |
| 9 | 986 | 3.3% |
| 10 | 43 | 0.1% |
| Value | Count | Frequency (%) |
| 10 | 43 | 0.1% |
| 9 | 986 | 3.3% |
| 8 | 26698 | |
| 7 | 1409 | 4.7% |
| 6 | 195 | 0.6% |
| 5 | 443 | 1.5% |
| 4 | 122 | 0.4% |
| 3 | 194 | 0.6% |
| 2 | 34 | 0.1% |
| 1 | 48 | 0.2% |
opponent_location_x
Real number (ℝ)
| Distinct | 2032 |
|---|---|
| Distinct (%) | 6.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.5297 |
| Minimum | 23.7 |
|---|---|
| Maximum | 316.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 23.7 |
|---|---|
| 5-th percentile | 118.6 |
| Q1 | 146.8 |
| median | 173.8 |
| Q3 | 201.8 |
| 95-th percentile | 232.5 |
| Maximum | 316.4 |
| Range | 292.7 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 36.830414 |
|---|---|
| Coefficient of variation (CV) | 0.21102663 |
| Kurtosis | -0.25212598 |
| Mean | 174.5297 |
| Median Absolute Deviation (MAD) | 27.5 |
| Skewness | 0.059891096 |
| Sum | 5265910.2 |
| Variance | 1356.4794 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 171.8 | 47 | 0.2% |
| 169.8 | 45 | 0.1% |
| 179.7 | 45 | 0.1% |
| 167.7 | 44 | 0.1% |
| 175.3 | 44 | 0.1% |
| 173.2 | 44 | 0.1% |
| 177.5 | 43 | 0.1% |
| 178.7 | 43 | 0.1% |
| 183.5 | 42 | 0.1% |
| 184.5 | 41 | 0.1% |
| Other values (2022) | 29734 |
| Value | Count | Frequency (%) |
| 23.7 | 1 | |
| 26.3 | 1 | |
| 34.9 | 1 | |
| 38.4 | 1 | |
| 41.1 | 1 | |
| 43.5 | 1 | |
| 44.7 | 1 | |
| 47.4 | 1 | |
| 48.4 | 1 | |
| 49.1 | 1 |
| Value | Count | Frequency (%) |
| 316.4 | 1 | |
| 315.9 | 1 | |
| 314.5 | 1 | |
| 313.2 | 1 | |
| 310 | 1 | |
| 309 | 1 | |
| 308.9 | 1 | |
| 308.5 | 1 | |
| 308.2 | 1 | |
| 307.4 | 1 |
opponent_location_y
Real number (ℝ)
| Distinct | 19786 |
|---|---|
| Distinct (%) | 65.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 483.59733 |
| Minimum | 128.79 |
|---|---|
| Maximum | 851.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 128.79 |
|---|---|
| 5-th percentile | 225.7165 |
| Q1 | 293.835 |
| median | 562.515 |
| Q3 | 670.05 |
| 95-th percentile | 739.6645 |
| Maximum | 851.68 |
| Range | 722.89 |
| Interquartile range (IQR) | 376.215 |
Descriptive statistics
| Standard deviation | 196.52985 |
|---|---|
| Coefficient of variation (CV) | 0.40639152 |
| Kurtosis | -1.761375 |
| Mean | 483.59733 |
| Median Absolute Deviation (MAD) | 192.275 |
| Skewness | -0.018735302 |
| Sum | 14591099 |
| Variance | 38623.984 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 287.19 | 21 | 0.1% |
| 289.85 | 14 | < 0.1% |
| 281.83 | 13 | < 0.1% |
| 284.51 | 13 | < 0.1% |
| 276.41 | 11 | < 0.1% |
| 292.5 | 10 | < 0.1% |
| 645.08 | 9 | < 0.1% |
| 637.69 | 9 | < 0.1% |
| 279.13 | 8 | < 0.1% |
| 671.83 | 7 | < 0.1% |
| Other values (19776) | 30057 |
| Value | Count | Frequency (%) |
| 128.79 | 1 | |
| 135.07 | 1 | |
| 137.28 | 1 | |
| 137.45 | 1 | |
| 139.45 | 1 | |
| 139.47 | 1 | |
| 143.6 | 1 | |
| 143.66 | 1 | |
| 149.55 | 1 | |
| 149.78 | 1 |
| Value | Count | Frequency (%) |
| 851.68 | 1 | |
| 829.29 | 1 | |
| 824.63 | 1 | |
| 821.67 | 1 | |
| 820.39 | 1 | |
| 820.07 | 1 | |
| 816.13 | 1 | |
| 814.09 | 2 | |
| 813.98 | 1 | |
| 813.79 | 1 |
set
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 235.8 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 30172 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 12667 | |
| 2 | 12609 | |
| 3 | 4896 | 16.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 12667 | |
| 2 | 12609 | |
| 3 | 4896 | 16.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 12667 | |
| 2 | 12609 | |
| 3 | 4896 | 16.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 30172 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 12667 | |
| 2 | 12609 | |
| 3 | 4896 | 16.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 30172 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 12667 | |
| 2 | 12609 | |
| 3 | 4896 | 16.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30172 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 12667 | |
| 2 | 12609 | |
| 3 | 4896 | 16.2% |
match_id
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.168666 |
| Minimum | 1 |
|---|---|
| Maximum | 58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 13 |
| median | 23 |
| Q3 | 34 |
| 95-th percentile | 45 |
| Maximum | 58 |
| Range | 57 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 13.168097 |
|---|---|
| Coefficient of variation (CV) | 0.5448417 |
| Kurtosis | -0.81924163 |
| Mean | 24.168666 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.2212527 |
| Sum | 729217 |
| Variance | 173.39878 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 33 | 1144 | 3.8% |
| 34 | 1030 | 3.4% |
| 43 | 992 | 3.3% |
| 15 | 981 | 3.3% |
| 8 | 950 | 3.1% |
| 17 | 950 | 3.1% |
| 13 | 924 | 3.1% |
| 32 | 909 | 3.0% |
| 19 | 894 | 3.0% |
| 37 | 863 | 2.9% |
| Other values (34) | 20535 |
| Value | Count | Frequency (%) |
| 1 | 340 | 1.1% |
| 2 | 285 | 0.9% |
| 3 | 503 | |
| 4 | 704 | |
| 5 | 284 | 0.9% |
| 6 | 300 | 1.0% |
| 7 | 678 | |
| 8 | 950 | |
| 9 | 742 | |
| 10 | 596 |
| Value | Count | Frequency (%) |
| 58 | 259 | 0.9% |
| 51 | 684 | |
| 45 | 669 | |
| 44 | 856 | |
| 43 | 992 | |
| 42 | 592 | |
| 41 | 737 | |
| 37 | 863 | |
| 36 | 459 | |
| 35 | 634 |
rally_id
Real number (ℝ)
| Distinct | 2268 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1996.501 |
| Minimum | 0 |
|---|---|
| Maximum | 4938 |
| Zeros | 8 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 348 |
| Q1 | 1071.75 |
| median | 1940 |
| Q3 | 2762 |
| 95-th percentile | 3774 |
| Maximum | 4938 |
| Range | 4938 |
| Interquartile range (IQR) | 1690.25 |
Descriptive statistics
| Standard deviation | 1102.3156 |
|---|---|
| Coefficient of variation (CV) | 0.55212373 |
| Kurtosis | -0.69439751 |
| Mean | 1996.501 |
| Median Absolute Deviation (MAD) | 841 |
| Skewness | 0.28780405 |
| Sum | 60238429 |
| Variance | 1215099.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 921 | 70 | 0.2% |
| 4358 | 65 | 0.2% |
| 873 | 61 | 0.2% |
| 895 | 58 | 0.2% |
| 2587 | 58 | 0.2% |
| 1148 | 58 | 0.2% |
| 2463 | 57 | 0.2% |
| 1996 | 53 | 0.2% |
| 1827 | 53 | 0.2% |
| 4936 | 51 | 0.2% |
| Other values (2258) | 29588 |
| Value | Count | Frequency (%) |
| 0 | 8 | < 0.1% |
| 7 | 5 | < 0.1% |
| 8 | 24 | |
| 10 | 10 | |
| 11 | 13 | |
| 14 | 7 | < 0.1% |
| 21 | 9 | < 0.1% |
| 22 | 6 | < 0.1% |
| 27 | 11 | |
| 28 | 14 |
| Value | Count | Frequency (%) |
| 4938 | 6 | < 0.1% |
| 4936 | 51 | |
| 4934 | 22 | |
| 4929 | 5 | < 0.1% |
| 4927 | 7 | < 0.1% |
| 4920 | 10 | < 0.1% |
| 4919 | 20 | 0.1% |
| 4917 | 6 | < 0.1% |
| 4914 | 7 | < 0.1% |
| 4912 | 18 | 0.1% |
rally_length
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.648548 |
| Minimum | 5 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 235.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 10 |
| median | 16 |
| Q3 | 24 |
| 95-th percentile | 40 |
| Maximum | 70 |
| Range | 65 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.2844 |
|---|---|
| Coefficient of variation (CV) | 0.60510876 |
| Kurtosis | 2.2565035 |
| Mean | 18.648548 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.3751665 |
| Sum | 562664 |
| Variance | 127.33768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 1647 | 5.5% |
| 13 | 1534 | 5.1% |
| 10 | 1410 | 4.7% |
| 11 | 1353 | 4.5% |
| 8 | 1328 | 4.4% |
| 7 | 1302 | 4.3% |
| 12 | 1284 | 4.3% |
| 16 | 1248 | 4.1% |
| 18 | 1206 | 4.0% |
| 19 | 1197 | 4.0% |
| Other values (42) | 16663 |
| Value | Count | Frequency (%) |
| 5 | 1155 | |
| 6 | 1158 | |
| 7 | 1302 | |
| 8 | 1328 | |
| 9 | 1647 | |
| 10 | 1410 | |
| 11 | 1353 | |
| 12 | 1284 | |
| 13 | 1534 | |
| 14 | 1120 |
| Value | Count | Frequency (%) |
| 70 | 70 | |
| 65 | 65 | 0.2% |
| 61 | 61 | 0.2% |
| 58 | 174 | |
| 57 | 57 | 0.2% |
| 53 | 106 | |
| 51 | 102 | |
| 49 | 49 | 0.2% |
| 48 | 48 | 0.2% |
| 47 | 141 |
| rally | ball_round | frame_num | roundscore_A | roundscore_B | player | landing_area | landing_x | landing_y | getpoint_player | player_location_area | player_location_x | player_location_y | opponent_location_area | opponent_location_x | opponent_location_y | match_id | rally_id | rally_length | type | aroundhead | backhand | landing_height | lose_reason | set | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| rally | 1.000 | 0.014 | 0.334 | 0.950 | 0.939 | 0.020 | 0.010 | 0.001 | 0.002 | 0.047 | 0.005 | 0.007 | 0.010 | -0.001 | 0.004 | 0.005 | -0.018 | -0.008 | 0.025 | 0.012 | 0.015 | 0.000 | 0.005 | 0.000 | 0.077 |
| ball_round | 0.014 | 1.000 | 0.047 | 0.031 | -0.006 | -0.007 | -0.101 | 0.003 | 0.003 | 0.049 | -0.073 | -0.011 | 0.006 | -0.046 | -0.002 | 0.008 | -0.027 | -0.026 | 0.591 | 0.100 | 0.078 | 0.064 | 0.014 | 0.032 | 0.030 |
| frame_num | 0.334 | 0.047 | 1.000 | 0.354 | 0.275 | 0.079 | 0.013 | -0.005 | 0.026 | 0.053 | 0.011 | -0.006 | 0.022 | -0.009 | -0.020 | 0.013 | 0.053 | 0.077 | 0.073 | 0.018 | 0.042 | 0.007 | 0.000 | 0.054 | 0.793 |
| roundscore_A | 0.950 | 0.031 | 0.354 | 1.000 | 0.788 | 0.024 | 0.002 | 0.004 | 0.004 | 0.038 | 0.003 | 0.007 | 0.012 | 0.001 | 0.004 | 0.010 | -0.014 | -0.003 | 0.053 | 0.008 | 0.009 | 0.000 | 0.000 | 0.000 | 0.071 |
| roundscore_B | 0.939 | -0.006 | 0.275 | 0.788 | 1.000 | 0.014 | 0.016 | -0.002 | 0.001 | 0.057 | 0.008 | 0.005 | 0.008 | -0.003 | 0.004 | 0.001 | -0.021 | -0.014 | -0.006 | 0.008 | 0.024 | 0.000 | 0.000 | 0.000 | 0.095 |
| player | 0.020 | -0.007 | 0.079 | 0.024 | 0.014 | 1.000 | 0.008 | 0.012 | -0.010 | 0.543 | -0.006 | 0.015 | 0.020 | -0.006 | 0.009 | -0.008 | 0.488 | 0.488 | -0.010 | 0.079 | 0.060 | 0.089 | 0.071 | 0.058 | 0.155 |
| landing_area | 0.010 | -0.101 | 0.013 | 0.002 | 0.016 | 0.008 | 1.000 | 0.012 | 0.005 | -0.004 | 0.068 | 0.024 | 0.032 | -0.089 | 0.008 | -0.026 | 0.002 | 0.002 | -0.082 | 0.365 | 0.249 | 0.288 | 0.690 | 0.636 | 0.022 |
| landing_x | 0.001 | 0.003 | -0.005 | 0.004 | -0.002 | 0.012 | 0.012 | 1.000 | -0.015 | -0.004 | 0.023 | 0.325 | -0.006 | 0.005 | 0.172 | -0.002 | 0.012 | 0.012 | -0.007 | 0.130 | 0.073 | 0.156 | 0.127 | 0.272 | 0.025 |
| landing_y | 0.002 | 0.003 | 0.026 | 0.004 | 0.001 | -0.010 | 0.005 | -0.015 | 1.000 | -0.016 | -0.024 | -0.045 | -0.726 | -0.001 | 0.134 | 0.708 | -0.010 | -0.010 | 0.007 | 0.419 | 0.236 | 0.242 | 0.768 | 0.469 | 0.042 |
| getpoint_player | 0.047 | 0.049 | 0.053 | 0.038 | 0.057 | 0.543 | -0.004 | -0.004 | -0.016 | 1.000 | 0.023 | -0.013 | 0.035 | -0.026 | -0.024 | 0.009 | 0.472 | 0.471 | 0.049 | 0.075 | 0.136 | 0.041 | 1.000 | 0.038 | 0.156 |
| player_location_area | 0.005 | -0.073 | 0.011 | 0.003 | 0.008 | -0.006 | 0.068 | 0.023 | -0.024 | 0.023 | 1.000 | 0.085 | 0.024 | 0.131 | 0.033 | -0.009 | -0.026 | -0.026 | -0.020 | 0.287 | 0.227 | 0.404 | 0.191 | 0.086 | 0.016 |
| player_location_x | 0.007 | -0.011 | -0.006 | 0.007 | 0.005 | 0.015 | 0.024 | 0.325 | -0.045 | -0.013 | 0.085 | 1.000 | 0.089 | 0.012 | 0.513 | -0.106 | 0.004 | 0.003 | -0.012 | 0.183 | 0.132 | 0.212 | 0.074 | 0.060 | 0.027 |
| player_location_y | 0.010 | 0.006 | 0.022 | 0.012 | 0.008 | 0.020 | 0.032 | -0.006 | -0.726 | 0.035 | 0.024 | 0.089 | 1.000 | -0.015 | -0.156 | -0.808 | -0.010 | -0.009 | 0.007 | 0.359 | 0.404 | 0.409 | 0.202 | 0.127 | 0.035 |
| opponent_location_area | -0.001 | -0.046 | -0.009 | 0.001 | -0.003 | -0.006 | -0.089 | 0.005 | -0.001 | -0.026 | 0.131 | 0.012 | -0.015 | 1.000 | 0.037 | 0.012 | -0.001 | -0.002 | 0.008 | 0.172 | 0.100 | 0.142 | 0.158 | 0.125 | 0.013 |
| opponent_location_x | 0.004 | -0.002 | -0.020 | 0.004 | 0.004 | 0.009 | 0.008 | 0.172 | 0.134 | -0.024 | 0.033 | 0.513 | -0.156 | 0.037 | 1.000 | 0.113 | -0.008 | -0.009 | -0.007 | 0.180 | 0.091 | 0.214 | 0.061 | 0.111 | 0.027 |
| opponent_location_y | 0.005 | 0.008 | 0.013 | 0.010 | 0.001 | -0.008 | -0.026 | -0.002 | 0.708 | 0.009 | -0.009 | -0.106 | -0.808 | 0.012 | 0.113 | 1.000 | -0.011 | -0.010 | 0.011 | 0.211 | 0.133 | 0.119 | 0.196 | 0.119 | 0.056 |
| match_id | -0.018 | -0.027 | 0.053 | -0.014 | -0.021 | 0.488 | 0.002 | 0.012 | -0.010 | 0.472 | -0.026 | 0.004 | -0.010 | -0.001 | -0.008 | -0.011 | 1.000 | 1.000 | -0.044 | 0.070 | 0.064 | 0.082 | 0.057 | 0.046 | 0.158 |
| rally_id | -0.008 | -0.026 | 0.077 | -0.003 | -0.014 | 0.488 | 0.002 | 0.012 | -0.010 | 0.471 | -0.026 | 0.003 | -0.009 | -0.002 | -0.009 | -0.010 | 1.000 | 1.000 | -0.042 | 0.074 | 0.069 | 0.091 | 0.065 | 0.049 | 0.181 |
| rally_length | 0.025 | 0.591 | 0.073 | 0.053 | -0.006 | -0.010 | -0.082 | -0.007 | 0.007 | 0.049 | -0.020 | -0.012 | 0.007 | 0.008 | -0.007 | 0.011 | -0.044 | -0.042 | 1.000 | 0.056 | 0.053 | 0.035 | 0.041 | 0.034 | 0.087 |
| type | 0.012 | 0.100 | 0.018 | 0.008 | 0.008 | 0.079 | 0.365 | 0.130 | 0.419 | 0.075 | 0.287 | 0.183 | 0.359 | 0.172 | 0.180 | 0.211 | 0.070 | 0.074 | 0.056 | 1.000 | 0.475 | 0.504 | 0.825 | 0.392 | 0.026 |
| aroundhead | 0.015 | 0.078 | 0.042 | 0.009 | 0.024 | 0.060 | 0.249 | 0.073 | 0.236 | 0.136 | 0.227 | 0.132 | 0.404 | 0.100 | 0.091 | 0.133 | 0.064 | 0.069 | 0.053 | 0.475 | 1.000 | 0.250 | 0.030 | 0.132 | 0.020 |
| backhand | 0.000 | 0.064 | 0.007 | 0.000 | 0.000 | 0.089 | 0.288 | 0.156 | 0.242 | 0.041 | 0.404 | 0.212 | 0.409 | 0.142 | 0.214 | 0.119 | 0.082 | 0.091 | 0.035 | 0.504 | 0.250 | 1.000 | 0.009 | 0.244 | 0.017 |
| landing_height | 0.005 | 0.014 | 0.000 | 0.000 | 0.000 | 0.071 | 0.690 | 0.127 | 0.768 | 1.000 | 0.191 | 0.074 | 0.202 | 0.158 | 0.061 | 0.196 | 0.057 | 0.065 | 0.041 | 0.825 | 0.030 | 0.009 | 1.000 | 1.000 | 0.011 |
| lose_reason | 0.000 | 0.032 | 0.054 | 0.000 | 0.000 | 0.058 | 0.636 | 0.272 | 0.469 | 0.038 | 0.086 | 0.060 | 0.127 | 0.125 | 0.111 | 0.119 | 0.046 | 0.049 | 0.034 | 0.392 | 0.132 | 0.244 | 1.000 | 1.000 | 0.021 |
| set | 0.077 | 0.030 | 0.793 | 0.071 | 0.095 | 0.155 | 0.022 | 0.025 | 0.042 | 0.156 | 0.016 | 0.027 | 0.035 | 0.013 | 0.027 | 0.056 | 0.158 | 0.181 | 0.087 | 0.026 | 0.020 | 0.017 | 0.011 | 0.021 | 1.000 |
| rally | ball_round | time | frame_num | roundscore_A | roundscore_B | player | type | aroundhead | backhand | landing_height | landing_area | landing_x | landing_y | lose_reason | getpoint_player | player_location_area | player_location_x | player_location_y | opponent_location_area | opponent_location_x | opponent_location_y | set | match_id | rally_id | rally_length | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 00:06:00 | 10827 | 1 | 0 | 0 | short service | 0.0 | 1 | 2.0 | 7 | 0.773171 | 0.519687 | NaN | NaN | 8 | 170.8 | 308.95 | 8 | 236.7 | 675.21 | 1 | 1 | 0 | 8 |
| 1 | 1 | 2 | 00:06:01 | 10849 | 1 | 0 | 1 | net shot | 0.0 | 0 | 2.0 | 7 | 0.086585 | -0.237240 | NaN | NaN | 8 | 208.7 | 594.37 | 8 | 176.8 | 318.46 | 1 | 1 | 0 | 8 |
| 2 | 1 | 3 | 00:06:02 | 10873 | 1 | 0 | 0 | lob | 0.0 | 0 | 1.0 | 3 | 1.402439 | 1.638490 | NaN | NaN | 7 | 174.2 | 378.28 | 8 | 180.1 | 622.54 | 1 | 1 | 0 | 8 |
| 3 | 1 | 4 | 00:06:03 | 10917 | 1 | 0 | 1 | clear | 0.0 | 0 | 1.0 | 4 | 1.358537 | -1.434167 | NaN | NaN | 3 | 257.9 | 809.08 | 8 | 179.3 | 306.43 | 1 | 1 | 0 | 8 |
| 4 | 1 | 5 | 00:06:04 | 10943 | 1 | 0 | 0 | drop | 0.0 | 1 | 2.0 | 1 | 1.487805 | 0.359844 | NaN | NaN | 6 | 273.5 | 268.22 | 8 | 233.2 | 738.15 | 1 | 1 | 0 | 8 |
| 5 | 1 | 6 | 00:06:05 | 10966 | 1 | 0 | 1 | net shot | 0.0 | 0 | 2.0 | 2 | 1.297561 | -0.220104 | NaN | NaN | 1 | 259.8 | 573.61 | 8 | 240.6 | 263.58 | 1 | 1 | 0 | 8 |
| 6 | 1 | 7 | 00:06:06 | 10994 | 1 | 0 | 0 | lob | 0.0 | 1 | 1.0 | 9 | -0.787805 | 1.659635 | NaN | NaN | 2 | 255.6 | 384.09 | 8 | 211.5 | 604.38 | 1 | 1 | 0 | 8 |
| 7 | 1 | 8 | 00:06:08 | 11041 | 1 | 0 | 1 | drop | 0.0 | 0 | 2.0 | 10 | 1.601220 | -0.504062 | out | 0.0 | 9 | 128.9 | 789.40 | 8 | 154.2 | 292.12 | 1 | 1 | 0 | 8 |
| 8 | 8 | 1 | 00:09:20 | 16805 | 2 | 6 | 1 | short service | 0.0 | 1 | 2.0 | 7 | -0.280488 | -0.495677 | NaN | NaN | 8 | 186.0 | 630.55 | 8 | 132.6 | 284.99 | 1 | 1 | 7 | 5 |
| 9 | 8 | 2 | 00:09:21 | 16830 | 2 | 6 | 0 | push/rush | 0.0 | 1 | 1.0 | 3 | 1.204878 | 1.544219 | NaN | NaN | 7 | 125.7 | 391.98 | 8 | 166.2 | 633.83 | 1 | 1 | 7 | 5 |
| rally | ball_round | time | frame_num | roundscore_A | roundscore_B | player | type | aroundhead | backhand | landing_height | landing_area | landing_x | landing_y | lose_reason | getpoint_player | player_location_area | player_location_x | player_location_y | opponent_location_area | opponent_location_x | opponent_location_y | set | match_id | rally_id | rally_length | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 30162 | 40 | 11 | 00:56:06 | 100993 | 19 | 21 | 4 | defensive shot | 0.0 | 1 | 2.0 | 7 | 0.339024 | 0.441719 | NaN | NaN | 8 | 214.1 | 294.26 | 8 | 205.1 | 716.79 | 2 | 58 | 4919 | 20 |
| 30163 | 40 | 12 | 00:56:07 | 101018 | 19 | 21 | 34 | net shot | 0.0 | 0 | 2.0 | 7 | -0.276829 | -0.199427 | NaN | NaN | 8 | 189.8 | 618.39 | 8 | 202.3 | 299.32 | 2 | 58 | 4919 | 20 |
| 30164 | 40 | 13 | 00:56:08 | 101044 | 19 | 21 | 4 | push/rush | 0.0 | 1 | 1.0 | 6 | -0.956098 | 1.489427 | NaN | NaN | 8 | 162.8 | 356.50 | 7 | 184.3 | 573.07 | 2 | 58 | 4919 | 20 |
| 30165 | 40 | 14 | 00:56:09 | 101077 | 19 | 21 | 34 | clear | 1.0 | 0 | 1.0 | 9 | -0.664634 | -1.476771 | NaN | NaN | 8 | 117.9 | 731.18 | 8 | 165.6 | 290.03 | 2 | 58 | 4919 | 20 |
| 30166 | 40 | 15 | 00:56:10 | 101119 | 19 | 21 | 4 | drop | 0.0 | 0 | 2.0 | 5 | 1.102439 | 0.742865 | NaN | NaN | 9 | 140.4 | 169.14 | 8 | 155.6 | 695.57 | 2 | 58 | 4919 | 20 |
| 30167 | 40 | 16 | 00:56:11 | 101142 | 19 | 21 | 34 | defensive shot | 0.0 | 0 | 2.0 | 7 | 0.051220 | -0.436198 | NaN | NaN | 8 | 212.5 | 659.34 | 8 | 172.5 | 212.66 | 2 | 58 | 4919 | 20 |
| 30168 | 40 | 17 | 00:56:12 | 101167 | 19 | 21 | 4 | net shot | 0.0 | 1 | 2.0 | 7 | 0.145122 | 0.290938 | NaN | NaN | 8 | 162.8 | 349.63 | 8 | 189.4 | 647.10 | 2 | 58 | 4919 | 20 |
| 30169 | 40 | 18 | 00:56:13 | 101193 | 19 | 21 | 34 | net shot | 0.0 | 0 | 2.0 | 7 | -0.097561 | -0.277240 | NaN | NaN | 7 | 172.4 | 583.50 | 8 | 175.9 | 344.84 | 2 | 58 | 4919 | 20 |
| 30170 | 40 | 19 | 00:56:13 | 101219 | 19 | 21 | 4 | lob | 0.0 | 1 | 1.0 | 9 | -0.080488 | 1.515417 | NaN | NaN | 7 | 156.7 | 401.02 | 7 | 180.6 | 583.43 | 2 | 58 | 4919 | 20 |
| 30171 | 40 | 20 | 00:56:15 | 101272 | 19 | 21 | 34 | smash | 1.0 | 0 | 2.0 | 6 | 1.181707 | -0.903958 | opponent's ball landed | 4.0 | 8 | 163.8 | 743.26 | 8 | 187.2 | 284.77 | 2 | 58 | 4919 | 20 |